Triple
T9650883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Kazakhstan Region |
E233329
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Karaganda Region |
E752289
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Karaganda Region | Statement: [South Kazakhstan Region, borderedBy, Karaganda Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karaganda Region Context triple: [South Kazakhstan Region, borderedBy, Karaganda Region]
-
A.
Karaganda Region
chosen
Karaganda Region is a large industrial and mining region in central Kazakhstan, known especially for its coal production and steppe landscapes.
-
B.
Almaty Region
Almaty Region is a large administrative area in southeastern Kazakhstan known for its mountainous landscapes, including parts of the Tian Shan range, and its role as an economic and cultural hub bordering Kyrgyzstan and China.
-
C.
Mangystau Region
Mangystau Region is a sparsely populated, resource-rich oblast in southwestern Kazakhstan known for its arid deserts, Caspian Sea coastline, and distinctive plateaus and rock formations.
-
D.
Atyrau Region
Atyrau Region is a western Kazakhstani administrative area located along the northern Caspian Sea, known for its oil and gas industry and low-lying Caspian Depression landscapes.
-
E.
Kyzylorda Region
Kyzylorda Region is an administrative region in southern Kazakhstan known for hosting the Baikonur Cosmodrome, the world’s first and largest operational space launch facility.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca848b31648190b57aa55da20285be |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9baf9a1c819098c407ea7d42e6d1 |
completed | April 1, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18a03438c8190a3419cbed7af4cd4 |
completed | April 4, 2026, 10 p.m. |
Created at: March 30, 2026, 8:13 p.m.